Papers
Harmonious Minds: Benchmarking Intertwined Reasoning of Human Personality and Musical Preference
Sayantan Pal, Souvik Das, Rohini Srihari
PHLoRA: data-free Post-hoc Low-Rank Adapter extraction from full-rank checkpoint
Bhoomit Vasani, Jack FitzGerald, Anjie Fang et al.
Mixed Signals: Understanding Model Disagreement in Multimodal Empathy Detection
Maya Srikanth, Run Chen, Julia Hirschberg
Extracting Numeric Assertions from Text
Amar Parajuli, Koninika Pal
Reasoning RAG via System 1 or System 2: A Survey on Reasoning Agentic Retrieval-Augmented Generation for Industry Challenges
Jintao Liang, Sugang, Huifeng Lin et al.
Spatial-Aware Visual Program Guided Reasoning for Answering Complex Visual Questions
Haoran Wang, Kai Shu
Family helps one another: Dravidian NLP suite for Natural Language Understanding
Abhinav P M, Priyanka Dasari, Nagaraju Vuppala et al.
Consolidating and Developing Benchmarking Datasets for the Nepali Natural Language Understanding Tasks
Jinu Nyachhyon, Mridul Sharma, Prajwal Thapa et al.
IndicSentEval: How Effectively do Multilingual Transformer Models encode Linguistic Properties for Indic Languages?
Akhilesh Aravapalli, Mounika Marreddy, Radhika Mamidi et al.
GARuD: Guided Alignment of Representations using Distillation for Ultra-Low-Resource Languages
Debarchan Basu, Shashwat Bhardwaj, Vaibhav Sharma et al.
Merging Two Grammar Worlds: Exploring the Relationship between Universal Dependencies and Signal Temporal Logic
Christopher Rashidian, Sabine Brunswicker
Hypercomplex Transformer: Novel Attention Mechanism
Maxim Gordeev, Zuev Aleksandr, Mikhail Bakulin et al.
PosterSum: A Multimodal Benchmark for Scientific Poster Summarization
Rohit Saxena, Pasquale Minervini, Frank Keller
Simple Yet Effective: Extracting Private Data Across Clients in Federated Fine-Tuning of Large Language Models
Yingqi Hu, Zhuo Zhang, Jingyuan Zhang et al.
Commentary Generation from Multimodal Game Data for Esports Moments in Multiplayer Strategy Games
Zihan Wang, Naoki Yoshinaga
Efficient Decoding Methods for Language Models on Encrypted Data
Matan Avitan, Moran Baruch, Nir Drucker et al.
Mark My Words: A Robust Multilingual Model for Punctuation in Text and Speech Transcripts
Sidharth Pulipaka, Ashwin Sankar, Raj Dabre
The Alchemy of Thought: Understanding In-Context Learning Through Supervised Classification
Harshita Narnoli, Mihai Surdeanu
EWoRA: Expert Weighted Low-Rank Adaptation for Heterogeneous Data
Harsh Kohli, Helian Feng, Lenon Minorics et al.
OPTAGENT: Optimizing Multi-Agent LLM Interactions Through Verbal Reinforcement Learning for Enhanced Reasoning
Zhenyu Bi, Meng Lu, Yang Li et al.
Can LLMs Learn from Their Mistakes? Self-Correcting Instruction Tuning for Named Entity Recognition
Takumi Takahashi, Tomoki Taniguchi, Chencheng Zhu et al.
Revisiting Intermediate-Layer Matching in Knowledge Distillation: Layer-Selection Strategy Doesn’t Matter (Much)
Zony Yu, Yuqiao Wen, Lili Mou
Decoding Emergent Big Five Traits in Large Language Models: Temperature-Dependent Expression and Architectural Clustering
Christos Nikolaos Zacharopoulos, Revekka Kyriakoglou
Logical Table-to-Text Generation: Challenges, Methods, and Reasoning
Lena Trigg, Dean F. Hougen
ACE-ICD: Acronym Expansion As Data Augmentation For Automated ICD Coding
Tuan-Dung Le, Shohreh Haddadan, Thanh Q. Thieu